One way to arrive at an ideal number is the income replacement method where you simply multiply your current annual income with the number of years left to retire, but also account for debt obligations and inflation

What is important is these companies often keep changing the incentives and terms of work. There are enough stories of frustrated drivers who bought cars when the incentives at Ola and Uber were high but now are struggling to make ends meet.